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An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
Authors:  Sun, Fei;  Fang, Fang;  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Li, Hong;  Wu, Xincai
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image classification  class imbalance  impartial semi-supervised learning strategy (ISS)  extreme gradient boosting (XGB)  very-high-resolution (VHR)  
Mapping forest type and age in China's plantations 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 744
Authors:  Yu, Zhen;  Zhao, Hongrun;  Liu, Shirong;  Zhou, Guoyi;  Fang, Jingyun;  Yu, Guirui;  Tang, Xuli;  Wang, Wantong;  Yan, Junhua;  Wang, Gengxu;  Ma, Keping;  Li, Shenggong;  Du, Sheng;  Han, Shijie;  Ma, Youxin;  Zhang, Deqiang;  Liu, Juxiu;  Liu, Shizhong;  Chu, Guowei;  Zhang, Qianmei;  Li, Yuelin
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Planted forests  Digitalized maps  Forest age  Human management  Remote sensing  
Separating the Structural Components of Maize for Field Phenotyping Using Terrestrial LiDAR Data and Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 4, 页码: 2644-2658
Authors:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Wu, Fangfang;  Ma, Qin;  Xu, Kexin;  Hu, Tianyu;  Liu, Jin;  Pang, Shuxin;  Guan, Hongcan;  Zhang, Jing;  Guo, Qinghua
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Classification  deep learning  LiDAR  phenotype  segmentation  structural components  
Reduction of structural impacts and distinction of photosynthetic pathways in a global estimation of GPP from space-borne solar-induced chlorophyll fluorescence 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 240
Authors:  Zhang, Zhaoying;  Zhang, Yongguang;  Porcar-Castell, Albert;  Joiner, Joanna;  Guanter, Luis;  Yang, Xi;  Migliavacca, Mirco;  Ju, Weimin;  Sun, Zhigang;  Chen, Shiping;  Martini, David;  Zhang, Qian;  Li, Zhaohui;  Cleverly, James;  Wang, Hezhou;  Goulas, Yves
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Photosynthesis  Photosynthetic pathway  Chlorophyll fluorescence  Canopy structure  Spectral invariant theory  
An updated Vegetation Map of China (1:1000000) 期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 13, 页码: 1125-1136
Authors:  Su, Yanjun;  Guo, Qinghua;  Hu, Tianyu;  Guan, Hongcan;  Jin, Shichao;  An, Shazhou;  Chen, Xuelin;  Guo, Ke;  Hao, Zhanqing;  Hu, Yuanman;  Huang, Yongmei;  Jiang, Mingxi;  Li, Jiaxiang;  Li, Zhenji;  Li, Xiankun;  Li, Xiaowei;  Liang, Cunzhu;  Liu, Renlin;  Liu, Qing;  Ni, Hongwei;  Peng, Shaolin;  Shen, Zehao;  Tang, Zhiyao;  Tian, Xingjun;  Wang, Xihua;  Wang, Renqing;  Xie, Zongqiang;  Xie, Yingzhong;  Xu, Xiaoniu;  Yang, Xiaobo;  Yang, Yongchuan;  Yu, Lifei;  Yue, Ming;  Zhang, Feng;  Ma, Keping
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Accuracy assessment and error analysis for diameter at breast height measurement of trees obtained using a novel backpack LiDAR system 期刊论文
FOREST ECOSYSTEMS, 2020, 卷号: 7, 期号: 1
Authors:  Xie, Yuyang;  Zhang, Jie;  Chen, Xiangwu;  Pang, Shuxin;  Zeng, Hui;  Shen, Zehao
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Adaptive cylinder fitting  Diameter at breast height  LiBackpack  Point cloud slice  Point density  Transitional model  
A Novel Framework to Automatically Fuse Multiplatform LiDAR Data in Forest Environments Based on Tree Locations 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 3, 页码: 2165-2177
Authors:  Guan, Hongcan;  Su, Yanjun;  Hu, Tianyu;  Wang, Rui;  Ma, Qin;  Yang, Qiuli;  Sun, Xiliang;  Li, Yumei;  Jin, Shichao;  Zhang, Jing;  Liu, Min;  Wu, Fayun;  Guo, Qinghua
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Vegetation  Laser radar  Forestry  Tin  Three-dimensional displays  Unmanned aerial vehicles  Registers  Forest  multiplatform light detection and ranging (LiDAR)  registration  tree location  
A Framework for Land Use Scenes Classification Based on Landscape Photos 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 6124-6141
Authors:  Xu, Shiwu;  Zhang, Shihui;  Zeng, Jue;  Li, Tingyu;  Guo, Qinghua;  Jin, Shichao
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Semantics  Remote sensing  Image analysis  Image segmentation  Object recognition  Machine learning  Forestry  Deep convolutional neural networks (DCNNs)  landscape photos  land survey  land use scene classification  
Effects of revegetation on climate in the Mu Us Sandy Land of China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 739
Authors:  Zheng, Ying;  Dong, Lei;  Xia, Qian;  Liang, Cunzhu;  Wang, Lixin;  Shao, Yaping
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Vegetation restoration  Climate change  WRF model  Land surface biogeophysical properties  Arid and semi-arid region  
Mapping the Global Mangrove Forest Aboveground Biomass Using Multisource Remote Sensing Data 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 10
Authors:  Hu, Tianyu;  Zhang, YingYing;  Su, Yanjun;  Zheng, Yi;  Lin, Guanghui;  Guo, Qinghua
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mangrove  LiDAR  random forest  GLAS  aboveground biomass